图 书 馆
依赖关系建模工具箱Dependency Modelling Toolbox |
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| 课程网址: | http://videolectures.net/icml2010_lahti_dmt/ |
| 主讲教师: | Leo Lahti |
| 开课单位: | 阿尔托大学 |
| 开课时间: | 2010-07-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Investigation of dependencies between multiple data sources allows the discovery of regularities and interactions that are not seen in individual data sets. The increasing availability of co-occurring measurement data in computational biology, social sciences, and in other domains emphasizes the need for practical implementations of general-purpose dependency modeling algorithms. The project collects various dependency modeling approaches into a unified toolbox. The techniques for the discovery and analysis of statistical dependencies are based on well-established models such as probabilistic canonical correlation analysis and multi-task learning whose applicability has been demonstrated in previous case studies. |
| 关 键 词: | 数据源; 规律性; 测量数据 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-25：cwx |
| 阅读次数: | 43 |